Unite.AI

SEPTEMBER 21, 2023

million in 2020. AI systems can process large amounts of data to learn patterns and relationships and make accurate and realistic predictions that improve over time. According to Fortune Business Insights, the global AI and blockchain market value is projected to grow to $930 million by 2027 , compared to $220.5

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Unite.AI

JANUARY 2, 2024

Large Language Models (LLMs) have contributed to advancing the domain of natural language processing (NLP), yet an existing gap persists in contextual understanding. In 2020, Meta introduced the RAG framework to extend LLMs beyond their training data. How Retrieval Augmented Generation Works?

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Unite.AI

OCTOBER 19, 2023

” Source The above timeline highlights major GenAI advancements from 2020 to 2023. Conclusion As the world rapidly advances in its utilization of Large Language Models (LLMs), understanding their inner workings, vulnerabilities, and defense mechanisms is crucial. However, with their vast potentials come substantial risks.

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Probably Approximately a Scientific Blog

JANUARY 12, 2021

This long-overdue blog post is based on the Commonsense Tutorial taught by Maarten Sap, Antoine Bosselut, Yejin Choi, Dan Roth, and myself at ACL 2020. Figure 1: adversarial examples in computer vision (left) and natural language processing tasks (right).

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ODSC - Open Data Science

JUNE 9, 2023

Once a set of word vectors has been learned, they can be used in various natural language processing (NLP) tasks such as text classification, language translation, and question answering. GPT-3 (2020) This was the most recent and largest general GPT model, with 175 billion parameters.

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AssemblyAI

MARCH 21, 2023

Introduction Graph data is everywhere in the world: any system consisting of entities and relationships between them can be represented as a graph.

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IBM Journey to AI blog

AUGUST 12, 2024

Wearable devices (such as fitness trackers, smart watches and smart rings) alone generated roughly 28 petabytes (28 billion megabytes) of data daily in 2020. The process includes activities such as anomaly detection, event correlation, predictive analytics, automated root cause analysis and natural language processing (NLP).

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AI Weekly

OCTOBER 26, 2023

cryptopolitan.com Applied use cases Alluxio rolls out new filesystem built for deep learning Alluxio Enterprise AI is aimed at data-intensive deep learning applications such as generative AI, computer vision, natural language processing, large language models and high-performance data analytics. voxeurop.eu

Neural Network 207

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Sebastian Ruder

JANUARY 19, 2021

The selection of areas and methods is heavily influenced by my own interests; the selected topics are biased towards representation and transfer learning and towards natural language processing (NLP).  2020 saw the development of ever larger language and dialogue models such as Meena ( Adiwardana et al.,

NLP 52

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Flipboard

MAY 10, 2023

They have published upwards of 1,000 research papers in the fields of natural language processing , computer vision , common sense reasoning , and other key components of artificial intelligence. Researchers help startup founders at the incubator test ideas and develop and train AI models.

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Marktechpost

FEBRUARY 21, 2024

In the past few years, generalist AI systems have shown remarkable progress in the field of computer vision and natural language processing and are widely used in many real-world settings, such as robotics, video generation, and 3D asset creation. Their capabilities lead to better efficiency and an enhanced user experience.

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Explosion

DECEMBER 30, 2020

While 2020 hasn’t been easy for anyone, at Explosion we’ve considered ourselves relatively fortunate in this most interesting year. Dec 4: For KDNuggets , Ines shared her perspective on AI and Machine Learning developments in 2020 and key trends for 2021. ? Here’s a look back at what we’ve been up to.

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NVIDIA

MARCH 27, 2024

The benchmarks cover today’s most popular AI workloads and scenarios, including generative AI, recommendation systems, natural language processing, speech and computer vision.

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AWS Machine Learning Blog

DECEMBER 14, 2023

Our pipeline belongs to the general ETL (extract, transform, and load) process family that combines data from multiple sources into a large, central repository. The following is the sample code to schedule a SageMaker Processing job for a specified day, for example 2020-01-01, using the SageMaker SDK. session.Session().region_name

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Unite.AI

JANUARY 5, 2024

The World Economic Forum projects that from 2020 to 2025, the evolution of AI will lead to the disruption of 85 million jobs worldwide, while also generating 97 million new job opportunities. Up until now, their attention has been diverted from exploring things they would have liked to do in favor of tasks that must be completed.

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Unite.AI

NOVEMBER 8, 2023

Natural Language Processing (NLP) has experienced some of the most impactful breakthroughs in recent years, primarily due to the the transformer architecture. BERT T5 (Text-to-Text Transfer Transformer) : Introduced by Google in 2020 , T5 reframes all NLP tasks as a text-to-text problem, using a unified text-based format.

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Marktechpost

JULY 11, 2024

Overcoming this challenge is essential for advancing AI research, as it directly impacts the feasibility of deploying large-scale models in real-world applications, such as language modeling and natural language processing tasks. This approach allows model size to be decoupled from computational cost.

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Sebastian Ruder

JULY 31, 2020

Natural language processing (NLP) research predominantly focuses on developing methods that work well for English despite the many positive benefits of working on other languages. Most of the world's languages are spoken in Asia, Africa, the Pacific region and the Americas. Each feature has 5.93

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Unite.AI

AUGUST 20, 2023

With its advanced algorithms and natural language processing capabilities, Copy.ai Copy AI is an AI writing tool that streamlines content generation and copywriting developed by Paul Yacoubian and Chris Lu in 2020. By the end of this blog, you will clearly understand whether Copy.ai is the right AI writing tool for you.

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Unite.AI

JULY 20, 2023

In 2020, Scalenut was founded in India by two tech enthusiasts: Gaurav Goyal and Mayank Jain. NLP Analysis Scalenut uses NLP (Natural Language Processing) AI to generate human-like content. With its advanced Natural Language Processing (NLP) capabilities, it creates quality content effortlessly.

NLP 245

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Towards AI

JULY 20, 2023

Natural Language Processing Getting desirable data out of published reports and clinical trials and into systematic literature reviews (SLRs) — a process known as data extraction — is just one of a series of incredibly time-consuming, repetitive, and potentially error-prone steps involved in creating SLRs and meta-analyses.

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IBM Journey to AI blog

JULY 11, 2023

AI technologies like natural language processing (NLP), predictive analytics and speech recognition can lead to healthcare providers having more effective communication with patients, which can lead to better patient experience, care and outcomes. AI can also improve accessibility. According to the U.S.

Deep Learning 174

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Unite.AI

FEBRUARY 16, 2024

Since its launch in 2020, the Buddy app has won several awards and topped the charts in the App Store's Kids and Education category with over 36M downloads worldwide. We decided that Buddy would be a multimodal AI tutor – an animated pedagogical agent capable of voice recognition and natural language processing.

Natural Language Processing 173

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Flipboard

NOVEMBER 20, 2024

She leads machine learning projects in various domains such as computer vision, natural language processing, and generative AI. With a strong background in machine learning and natural language processing, Ishan specializes in developing safe and responsible AI systems that drive business value.

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Marktechpost

JULY 5, 2023

OpenAI’s GPT models have allowed major natural language processing (NLP) advancements. These models are pre-trained on large volumes of information, such as books and websites, to produce natural-sounding, well-structured text. Models are regularly updated to reflect the most recent advances in technology.

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Unite.AI

DECEMBER 19, 2024

By integrating large language models (LLMs) to guide these interactions, PARTNR can assess robots on critical elements like coordination and task tracking, shifting them from mere agents to genuine partners capable of working fluidly with human counterparts. It will be a huge exercise to generalize for the 8.2

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Aiiot Talk

JULY 18, 2023

For example, AI and natural language processing (NLP) can be used to analyse data gathered from previous projects, meaning that construction companies do not need to start from scratch with every single pitch and can carry forward the benefit of experience gained through similar projects. “AI

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ODSC - Open Data Science

APRIL 3, 2023

Question Answering is the task in Natural Language Processing that involves answering questions posed in natural language. Her main research interests are in machine learning for large-scale language understanding and text semantics. Don’t worry, you’re not alone! Iryna’s work has received numerous awards.

Neural Network 117

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NVIDIA

NOVEMBER 15, 2023

The court clerk of AI is a process called retrieval-augmented generation, or RAG for short. That’s when researchers in information retrieval prototyped what they called question-answering systems, apps that use natural language processing ( NLP ) to access text, initially in narrow topics such as baseball.

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Mlearning.ai

APRIL 8, 2023

Charting the evolution of SOTA (State-of-the-art) techniques in NLP (Natural Language Processing) over the years, highlighting the key algorithms, influential figures, and groundbreaking papers that have shaped the field. Evolution of NLP Models To understand the full impact of the above evolutionary process.

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Ehud Reiter

AUGUST 25, 2024

” BERT/BART/etc can be used in data-to-text, but may not be best approach Around 2020 LSTMs got replaced by fine-tuned transformer language models such as BERT and BART. seemed to think that ACL was about neural language models, not about natural language processing in the wider sense.

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Towards AI

JULY 21, 2023

Photo by Kunal Shinde on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher | 08.09.20 Language diversity Estimate the language diversity of the sample of languages you are studying (Ponti et al., Research Work on methods that address the challenges of low-resource languages.

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IBM Journey to AI blog

OCTOBER 9, 2023

In the business world, AI could offer companies a competitive edge over peers slow to adopt machine learning, natural language processing (NLP) and generative capabilities. AI has also begun to provide concrete use cases indicating how the technology can help improve customer service in a tangible way.

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Flipboard

FEBRUARY 16, 2023

Natural language processing ( NLP ), while hardly a new discipline, has catapulted into the public consciousness these past few months thanks in large part to the generative AI hype train that is ChatGPT. million ($2.9

NLP 123

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Unite.AI

SEPTEMBER 16, 2024

The Evolution of OpenAI: From GPT-1 to the Revolutionary o1 Model Since its inception, OpenAI has developed several groundbreaking models, setting new standards in natural language processing and understanding. The efforts began with GPT-1 in 2018, demonstrating the potential of transformer-based models for language tasks.

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Unite.AI

JULY 26, 2023

Example: For brief answers to trivia questions like, “Who won the Nobel Prize in Literature in 2020?” Setting a higher limit allows for more extended responses, while a lower limit keeps the output short and concise. ” you might want to set the maximum length to a low value, ensuring the response is concise and direct.

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Unite.AI

OCTOBER 27, 2023

Even today, according to some lawyers, “in order to enhance human welfare, the law should not distinguish between the activities of humans and those of artificial intelligence when humans and artificial intelligence perform the same tasks” (Abbott, 2020). 2020, “Is the Legal Capacity of Artificial Intelligence Possible? Trofimova, N.V.

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